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	<title>Nicole Choi &#8211; Noise</title>
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		<title>Unlocking the power of unstructured data with RAG</title>
		<link>https://noise.getoto.net/2024/06/13/unlocking-the-power-of-unstructured-data-with-rag/</link>
		
		<dc:creator><![CDATA[Nicole Choi]]></dc:creator>
		<pubDate>Thu, 13 Jun 2024 16:00:28 +0000</pubDate>
				<category><![CDATA[AI Insights]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[GitHub Copilot]]></category>
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					<description><![CDATA[<p>Unstructured data holds valuable information about codebases, organizational best practices, and customer feedback. Here are some ways you can leverage it with RAG, or retrieval-augmented generation.</p>
<p>The post <a href="https://github.blog/2024-06-13-unlocking-the-power-of-unstructured-data-with-rag/">Unlocking the power of unstructured data with RAG</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
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		<title>What is retrieval-augmented generation, and what does it do for generative AI?</title>
		<link>https://noise.getoto.net/2024/04/04/what-is-retrieval-augmented-generation-and-what-does-it-do-for-generative-ai/</link>
		
		<dc:creator><![CDATA[Nicole Choi]]></dc:creator>
		<pubDate>Thu, 04 Apr 2024 16:00:07 +0000</pubDate>
				<category><![CDATA[AI Insights]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[GitHub Copilot Enterprise]]></category>
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					<description><![CDATA[<p>Here’s how retrieval-augmented generation, or RAG, uses a variety of data sources to keep AI models fresh with up-to-date information and organizational knowledge.</p>
<p>The post <a href="https://github.blog/2024-04-04-what-is-retrieval-augmented-generation-and-what-does-it-do-for-generative-ai/">What is retrieval-augmented generation, and what does it do for generative AI?</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
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		<title>The architecture of today’s LLM applications</title>
		<link>https://noise.getoto.net/2023/10/30/the-architecture-of-todays-llm-applications/</link>
		
		<dc:creator><![CDATA[Nicole Choi]]></dc:creator>
		<pubDate>Mon, 30 Oct 2023 16:22:59 +0000</pubDate>
				<category><![CDATA[AI]]></category>
		<category><![CDATA[Engineering]]></category>
		<category><![CDATA[generative AI]]></category>
		<category><![CDATA[LLM]]></category>
		<category><![CDATA[Product]]></category>
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					<description><![CDATA[<p>Here’s everything you need to know to build your first LLM app and problem spaces you can start exploring today.</p>
<p>The post <a href="https://github.blog/2023-10-30-the-architecture-of-todays-llm-applications/">The architecture of today’s LLM applications</a> appeared first on <a href="https://github.blog/">The GitHub Blog</a>.</p>]]></description>
		
		
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